Browsing by Author "Turimumahoro, Patricia"
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Item C-Reactive Protein Testing for Active Tuberculosis among Inpatients without HIV in Uganda: a Diagnostic Accuracy Study(Journal of Clinical Microbiology, 2020) Meyer, Amanda J.; Ochom, Emmanuel; Turimumahoro, Patricia; Byanyima, Patrick; Sanyu, Ingvar; Lalitha, Rejani; Kaswabuli, Sylvia; Andama, Alfred; Walter, Nicholas D.; Katamba, Achilles; Cattamanchi, Adithya; Worodria, William; Huang, Laurence; Yoon, Christina; Davis, LucianThe objective of this prospective cross-sectional study, conducted at a national referral hospital in Kampala, Uganda, was to determine diagnostic performance of serum C-reactive protein (CRP) as a triage test for tuberculosis (TB) among HIV-seronegative inpatients. We calculated the sensitivity, specificity, positive and negative likelihood ratios, and positive and negative predictive values to determine the diagnostic performance of a CRP enzyme-linked immunosorbent assay (ELISA) (Eurolyser) in comparison to that of a reference standard of Mycobacterium tuberculosis culture on two sputum samples. We constructed receiver operating curves and reported performance in reference to the manufacturer’s cutoff and also to a threshold chosen to achieve sensitivity of 90%, in accordance with the WHO’s targetproduct profile for a triage test. Among 119 HIV-seronegative inpatients, 46 (39%) had culture-positive pulmonary TB. In reference to M. tuberculosis culture, CRP had a sensitivity of 78% (95% confidence interval [CI], 64 to 89%) and a specificity of 52% (95% CI, 40 to 64%) at the manufacturer’s threshold of 10 mg/liter. At a threshold of 1.5 mg/liter, the sensitivity was 91% (95% CI, 79 to 98%) but the specificity was only 21% (95% CI, 12 to 32%). Performance did not differ when stratified by illness severity at either threshold. In conclusion, among HIV-seronegative inpatients, CRP testing performed substantially below targets for a TB triage test. Additional studies among HIV-seronegative individuals in clinics and community settings are needed to assess the utility of CRP for TB screening.Item Core components of a Community of Practice to improve community health worker performance: a qualitative study(Implementation Science Communications, 2022) Hennein, Rachel; Ggita, Joseph M.; Turimumahoro, Patricia; Ochom, Emmanuel; Gupta, Amanda J.; Katamba, Achilles; Armstrong‑Hough, Mari; Davis, J. LucianCommunities of Practice (CoPs) offer an accessible strategy for healthcare workers to improve the quality of care through knowledge sharing. However, not enough is known about which components of CoPs are core to facilitating behavior change. Therefore, we carried out a qualitative study to address these important gaps in the literature on CoPs and inform planning for an interventional study of CoPs. Methods: We organized community health workers (CHWs) from two tuberculosis (TB) clinics in Kampala, Uganda, into a CoP from February to June 2018. We conducted interviews with CoP members to understand their perceptions of how the CoP influenced delivery of TB contact investigation. Using an abductive approach, we first applied inductive codes characterizing CHWs’ perceptions of how the CoP activities affected their delivery of contact investigation. We then systematically mapped these codes into their functional categories using the Behavior Change Technique (BCT) Taxonomy and the Behavior Change Wheel framework. We triangulated all interview findings with detailed field notes. Results: All eight members of the CoP agreed to participate in the interviews. CHWs identified five CoP activities as core to improving the quality of their work: (1) individual review of feedback reports, (2) collaborative improvement meetings, (3) real-time communications among members, (4) didactic education sessions, and (5) clinic-wide staff meetings. These activities incorporated nine different BCTs and five distinct intervention functions. CHWs reported that these activities provided a venue for them to share challenges, exchange knowledge, engage in group problem solving, and benefit from social support. CHWs also explained that they felt a shared sense of ownership of the CoP, which motivated them to propose and carry out innovations. CHWs described that the CoP strengthened their social and professional identities within and outside the group, and improved their self-efficacy. Conclusions: We identified the core components and several mechanisms through which CoPs may improve CHW performance. Future studies should evaluate the importance of these mechanisms in mediating the effects of CoPs on program effectiveness.Item A cost analysis of implementing mobile health facilitated tuberculosis contact investigation in a low-income setting(PLoS ONE, 2022) Turimumahoro, Patricia; Tucker, Austin; Gupta, Amanda J.; Tampi, Radhika P.; Babirye, Diana; Ochom, Emmanuel; Ggita, Joseph M.; Ayakaka, Irene; Sohn, Hojoon; Katamba, Achilles; Dowdy, David; Davis, J. LucianMobile health (mHealth) applications may improve timely access to health services and improve patient-provider communication, but the upfront costs of implementation may be prohibitive, especially in resource-limited settings. Methods We measured the costs of developing and implementing an mHealth-facilitated, homebased strategy for tuberculosis (TB) contact investigation in Kampala, Uganda, between February 2014 and July 2017. We compared routine implementation involving community health workers (CHWs) screening and referring household contacts to clinics for TB evaluation to home-based HIV testing and sputum collection and transport with test results delivered by automated short messaging services (SMS). We carried out key informant interviews with CHWs and asked them to complete time-and-motion surveys. We estimated program costs from the perspective of the Ugandan health system, using top-down and bottom- up (components-based) approaches. We estimated total costs per contact investigated and per TB-positive contact identified in 2018 US dollars, one and five years after program implementation. Results The total top-down cost was $472,327, including $358,504 (76%) for program development and $108,584 (24%) for program implementation. This corresponded to $320-$348 per household contact investigated and $8,873-$9,652 per contact diagnosed with active TB over a 5-year period. CHW time was spent primarily evaluating household contacts who returned to the clinic for evaluation (median 30 minutes per contact investigated, interquartile range [IQR]: 30–70), collecting sputum samples (median 29 minutes, IQR: 25–30) and offering HIV testing services (median 28 minutes, IQR: 17–43). Cost estimates were sensitive to infrastructural capacity needs, program reach, and the epidemiological yield of contact investigation. Conclusion Over 75% of all costs of the mHealth-facilitated TB contact investigation strategy were dedicated to establishing mHealth infrastructure and capacity. Implementing the mHealth strategy at scale and maintaining it over a longer time horizon could help decrease development costs as a proportion of total costs.Item Cost-effectiveness analysis of human-centred design for global health interventions: a quantitative framework(BMJ Global Health, 2022) Liu, Chen; Hyoung Lee, Jae; Gupta, Amanda J.; Tucker, Austin; Larkin, Chris; Turimumahoro, Patricia; Katamba, Achilles; Davis, J, Lucian; Dowdy, DavidHuman-centred design (HCD) is a problem-solving approach that is increasingly used to develop new global health interventions. However, there is often a large initial cost associated with HCD, and global health decision-makers would benefit from an improved understanding of the cost-effectiveness of HCD, particularly the trade-offs between the up-front costs of design and the long-term costs of delivering health interventions. Methods We developed a quantitative framework from a health systems perspective to illustrate the conditions under which HCD-informed interventions are likely to be cost-effective, taking into consideration five elements: cost of HCD, per-client intervention cost, anticipated number of clients reached, anticipated incremental per-client health benefit (ie, disability-adjusted life years (DALYs) averted) and willingness-to- pay. We evaluated several combinations of fixed and implementation cost scenarios based on the estimated costs of an HCD-informed approach to tuberculosis (TB) contact investigation in Uganda over a 2-year period to illustrate the use of this framework. Results The cost-effectiveness of HCD-informed TB contact investigation in Uganda was estimated to vary from US$8400 (2400 clients reached, lower HCD cost estimate) to US$306 000 per DALY averted (120 clients reached, baseline HCD cost estimate). In our model, cost-effectiveness was improved further when the interventions were expected to have wider reach or higher per-client health benefits. Conclusion HCD can be cost-effective when used to inform interventions that are anticipated to reach a large number of clients, or in which the cost of HCD is smaller relative to the cost of delivering the intervention itself.Item Digital adherence technology for tuberculosis treatment supervision: a stepped-wedge cluster randomized trial(PLoS medicine, 2021) Cattamanchi, Adithya; Crowder, Rebecca; Kityamuwesi, Alex; Kiwanuka, Noah; Lamunu, Maureen; Namale, Catherine; Kunihira Tinka, Lynn; Sanyu Nakate, Agnes; Ggita, Joseph; Turimumahoro, Patricia; Babirye2, Diana; Oyuku, Denis; Berger, Christopher; Tucker, Austin; Patel, Devika; Sammann, Amanda; Stavia, Turyahabwe; Dowdy, David; Katamba, AchillesAdherence to and completion of tuberculosis (TB) treatment remain problematic in many high-burden countries. 99DOTS is a low-cost digital adherence technology that could increase TB treatment completion. Methods and findings We conducted a pragmatic stepped-wedge cluster-randomized trial including all adults treated for drug-susceptible pulmonary TB at 18 health facilities across Uganda over 8 months (1 December 2018–31 July 2019). Facilities were randomized to switch from routine (control period) to 99DOTS-based (intervention period) TB treatment supervision in consecutive months. Patients were allocated to the control or intervention period based on which facility they attended and their treatment start date. AU : IchangedPatientswereallocatedtothecontrolorinterventionperiodbasedontheirtreatmentstartdatetoPatientswereallocatedtothecontroloHealth facility staff and patients were not blinded to the intervention. The primary outcome was TB treatment completion. Due to the pragmatic nature of the trial, the primary analysis was done according to intention-to-treat (ITT) and per protocol (PP) principles. This trial is registered with the Pan African Clinical Trials Registry (PACTR201808609844917). Of 1,913 eligible patients at the 18 health facilities (1,022 and 891 during the control and intervention periods, respectively), 38.0% were women, mean (SD) age was 39.4 (14.4) years, 46.8% were HIV-infected, and most (91.4%) had newly diagnosed TB. In total, 463 (52.0%) patients were enrolled on 99DOTS during the intervention period. In the ITT analysis, the odds of treatment success were similar in the intervention and control periods (adjusted odds ratio [aOR] 1.04, 95% CI 0.68–1.58, p = 0.87). The odds of treatment success did not increase in the intervention period for either men (aOR 1.24, 95% CI 0.73–2.10) or women (aOR 0.67, 95% CI 0.35–1.29), or for either patients with HIV infection (aOR 1.51, 95% CI 0.81–2.85) or without HIV infection (aOR 0.78, 95% CI 0.46–1.32). In the PP analysis, the 99DOTS-based intervention increased the odds of treatment success (aOR 2.89, 95% CI 1.57–5.33, p = 0.001). The odds of completing the intensive phase of treatment and the odds of not being lost to follow-up were similarly improved in PP but not ITT analyses. Study limitations include the likelihood of selection bias in the PP analysis, inability to verify medication dosing in either arm, and incomplete implementation of some components of the intervention. Conclusions 99DOTS-based treatment supervision did not improve treatment outcomes in the overall study population. However, similar treatment outcomes were achieved during the control and intervention periods, and those patients enrolled on 99DOTS achieved high treatment completion. 99DOTS-based treatment supervision could be a viable alternative to directly observed therapy for a substantial proportion of patients with TB.Item Drop-out from the tuberculosis contact investigation cascade in a routine public health setting in urban Uganda: A prospective, multi-center study(PLoS ONE, 2017) Armstrong-Hough, Mari; Turimumahoro, Patricia; Meyer, Amanda J.; Ochom, Emmanuel; Babirye, Diana; Ayakaka, Irene; Mark, David; Ggita, Joseph; Cattamanchi, Adithya; Dowdy, David; Mugabe, Frank; Fair, Elizabeth; Haberer, Jessica E.; Katamba, Achilles; Davis, J. LucianSeven public tuberculosis (TB) units in Kampala, Uganda, where Uganda's national TB program recently introduced household contact investigation, as recommended by 2012 guidelines from WHO. Objective To apply a cascade analysis to implementation of household contact investigation in a programmatic setting. Design Prospective, multi-center observational study. Methods We constructed a cascade for household contact investigation to describe the proportions of: 1) index patient households recruited; 2) index patient households visited; 3) contacts screened for TB; and 4) contacts completing evaluation for, and diagnosed with, active TB. Results 338 (33%) of 1022 consecutive index TB patients were eligible for contact investigation. Lay health workers scheduled home visits for 207 (61%) index patients and completed 104 (50%). Among 287 eligible contacts, they screened 256 (89%) for symptoms or risk factors for TB. 131 (51%) had an indication for further TB evaluation. These included 59 (45%) with symptoms alone, 58 (44%) children <5, and 14 (11%) with HIV. Among 131 contacts found to be symptomatic or at risk, 26 (20%) contacts completed evaluation, including five (19%) diagnosed with and treated for active TB, for an overall yield of 1.7%. The cumulative conditional probability of completing the entire cascade was 5%. Conclusion Major opportunities exist for improving the effectiveness and yield of TB contact investigation by increasing the proportion of index households completing screening visits by lay health workers and the proportion of at-risk contacts completing TB evaluation.Item Experiences and intentions of Ugandan household tuberculosis contacts receiving test results via text message: an exploratory study(BMC public health, 2020) Ggita, Joseph M.; Katahoire, Anne; Meyer, Amanda J.; Nansubuga, Elizabeth; Nalugwa, Talemwa; Turimumahoro, Patricia; Ochom, Emmanuel; Ayakaka, Irene; Haberer, Jessica E.; Katamba, Achilles; Armstrong-Hough, Mari; Davis, J. LucianThe World Health Organization (WHO) recommends household contact investigation for tuberculosis (TB) in high-burden countries. However, household contacts who complete evaluation for TB during contact investigation may have difficulty accessing their test results. Use of automated short-messaging services (SMS) to deliver test results could improve TB status awareness and linkage to care. We sought to explore how household contacts experience test results delivered via SMS, and how these experiences influence follow-up intentions. Methods: We conducted semi-structured interviews with household contacts who participated in a randomized controlled trial evaluating home sputum collection and delivery of TB results via SMS (Pan-African Clinical Trials Registry #201509000877140). We asked about feelings, beliefs, decisions, and behaviors in response to the SMS results. We analyzed the content and emerging themes in relation to the Theory of Planned Behavior. Results: We interviewed and achieved thematic saturation with ten household contacts. Nine received TB-negative results and one a TB-positive result. Household contacts reported relief upon receiving SMS confirming their TB status, but also said they lacked confidence in the results delivered by SMS. Some worried that negative results were incorrect until they spoke to a lay health worker (LHW). Household contacts said their long-term intentions to request help or seek care were influenced by perceived consequences of not observing the LHW’s instructions related to the SMS and follow-up procedures; beliefs about the curability of TB; anticipated support from LHWs; and perceived barriers to responding to an SMS request for further evaluation. Conclusion: Household contacts experienced relief when they received results. However, they were less confident about results delivered via SMS than results delivered by LHWs. Delivery of results by SMS should complement continued interaction with LHWs, not replace them.Item Implementation, feasibility, and acceptability of 99DOTS-based supervision of treatment for drug- 2 susceptible TB in Uganda(medRxiv, 2022) Kiwanuka, Noah; Kityamuwesi, Alex; Crowder, Rebecca; Guzman, Kevin; Berger, Christopher A.; Lamunu, Maureen; Namale, Catherine; Kunihira Tinka, Lynn; Sanyu Nakate, Agnes; Ggita, Joseph; Turimumahoro, Patricia; Babirye, Diana; Oyuku, Denis; Patel, Devika; Sammann, Amanda; Stavia, Turyahabwe; Dowdy, David; Katamba, Achilles; Cattamanchi, Adithya99DOTS is a low-cost digital adherence technology that allows people with tuberculosis (TB) to self-report treatment adherence. There are limited data on its implementation, feasibility, and acceptability from sub-Saharan Africa. We conducted a longitudinal analysis and cross-sectional surveys nested within a stepped-wedge randomized trial at 18 health facilities in Uganda between December 2018 and January 2020. The longitudinal analysis assessed implementation of key components of a 99DOTS-based intervention, including self-reporting of TB medication adherence via toll-free phone calls, automated text message reminders and support actions by health workers monitoring adherence data. Cross-sectional surveys administered to a subset of people with TB and health workers assessed 99DOTS feasibility and acceptability. Composite scores for capability, opportunity, and motivation to use 99DOTS were estimated as mean Likert scale responses. Among 462 people with pulmonary TB enrolled on 99DOTS, median adherence was 58.4% (inter-quartile range [IQR] 38.7-75.6) as confirmed by self-reporting dosing via phone calls and 99.4% (IQR 96.4-100) when also including doses confirmed by health workers. Phone call-confirmed adherence declined over the treatment period and was lower among people with HIV (median 50.6% vs. 63.7%, p<0.001). People with TB received SMS dosing reminders on 90.5% of treatment days. Health worker support actions were documented for 261/409 (63.8%) people with TB who missed >3 consecutive doses. Surveys were completed by 83 people with TB and 22 health workers. Composite scores for capability, opportunity, and motivation were high; among people with TB, composite scores did not differ by gender or HIV status. Barriers to using 99DOTS included technical issues (phone access, charging, and network connection) and concerns regarding disclosure. 99DOTS was feasible to implement and highly acceptable to people with TB and their health workers. National TB Programs should offer 99DOTS as an option for TB treatment supervision.Item Opportunities to improve digital adherence technologies and TB using human-centered design(The official journal of the International Union against Tuberculosis and Lung Disease, 2020) Berger, Christopher; Patel, Devika; Kityamuwesi, Alex; Ggita, Joseph; Kunihira Tinka, Lynn; Turimumahoro, Patricia; Neville, Katie; Chehab, Lara; Chen, Amy Z.; Gupta, Nakull; Turyahabwe, Stavia; Katamba, Achilles; Cattamanchi, Adithya; Sammann, AmandaDigital adherence technologies (DATs) have emerged as a promising solution for supporting and supervising patients being treated for tuberculosis (TB). Despite considerable enthusiasm and wide-scale implementation (1), few clinical trials and programmatic data have demonstrated improvement in treatment outcomes and shown variable uptake and engagement by patients and providers (2–6).Item Study protocol and implementation details for a pragmatic, stepped-wedge cluster randomised trial of a digital adherence technology to facilitate tuberculosis treatment completion(BMJ Open, 2020) Crowder, Rebecca; Kityamuwesi, Alex; Kiwanuka, Noah; Lamunu, Maureen; Namale, Catherine; Kunihira Tinka, Lynn; Sanyu Nakate, Agnes; Ggita, Joseph; Turimumahoro, Patricia; Babirye, Diana; Oyuku, Denis; Allen Berger, Christopher; Tucker, Austin; Patel, Devika; Sammann, Amanda; Dowdy, David; Turyahabwe, Stavia,; Cattamanchi, Adithya; Katamba, AchillesLow-cost digital adherence technologies (DATs) such as 99DOTS have emerged as an alternative to directly observed therapy (DOT), the current standard for tuberculosis (TB) treatment supervision. However, there are limited data to support DAT scale-up. The ‘DOT to DAT’ trial aims to evaluate the effectiveness and implementation of a 99DOTS-based TB treatment supervision strategy. Methods and analysis This is a pragmatic, stepped-wedge cluster randomised trial, with hybrid type 2 effectiveness-implementation design. The trial will include all adults (estimated N=1890) treated for drug-susceptible pulmonary TB over an 8-month period at 18 TB treatment units in Uganda. Three sites per month will switch from routine care (DOT) to the intervention (99DOTS-based treatment supervision) beginning in month 2, with the order determined randomly. 99DOTS enables patients to be monitored while self-administering TB medicines. Patients receive daily automated short message service (SMS) dosing reminders and confirm dosing by calling toll-free numbers. The primary effectiveness outcome is the proportion of patients completing TB treatment. With 18 clusters randomised into six steps and an average cluster size of 15 patients per month, the study will have 89% power to detect a 10% or greater increase in treatment completion between the routine care and intervention periods. Secondary outcomes include more proximal effectiveness measures as well as quantitative and qualitative assessments of the reach, adoption and implementation of the intervention. Ethics and dissemination Ethics approval was granted by institutional review boards at Makerere University School of Public Health and the University of California San Francisco. Findings will be disseminated through peer-reviewed publications, presentations at scientific conferences and presentations to key stakeholders.Item Uptake of Home-Initiated Tuberculosis Evaluation During Household Contact Investigation in Kampala, Uganda: A Mixed Methods Study(PeerJ Preprints, 2017) Armstrong-Hough, Mari; Ggita, Joseph; Turimumahoro, Patricia; Meyer, Amanda J.; Ochom, Emmanuel; Katamba, Achilles; Davis, J. LucianHome-initiated tuberculosis (TB) evaluation could improve test uptake and linkage to care among at-risk contacts of active TB index patients. However, there is a need to systematically explore why contacts accept, decline, or are unable to complete these services. We sought to describe the barriers to home-based sputum collection as part of enhanced household contact investigation for TB in Kampala, Uganda. Methods Using a parallel convergent mixed-methods design, we collected quantitative data describing home sputum collection among 82 household contacts of active TB patients and qualitative interviews from a sub-sample of 19 of those contacts. Data were analyzed in parallel to produce a more complete picture of the underlying barriers to home sputum collection. Results Men were significantly more likely than women to provide sputum when eligible (p=0.04). Contacts who reported risk factors for or symptoms of TB but no active cough where significantly less likely to provide sputum (p=0.05). Education level was not associated with differences in home sputum collection success. In interviews, contacts pointed to support from and for the index patient as a facilitator. Contacts were particularly enthusiastic about the convenience of home-based sputum collection compared to visiting a clinic. Lost or insufficient sputum containers, difficulty producing sputum on demand, and shame emerged as barriers to collecting sputum at home. Conclusions Uptake of sputum collection might be improved by addressing opportunity barriers prior to the visit, possibly through equipment checklists and improved community health worker training. More research is needed on the effects of TB stigma on willingness to produce sputum, even in the privacy of one’s own home.